Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add antoinedc/MantaUI --skill manta-live-sessiongit clone --depth 1 https://github.com/antoinedc/MantaUIWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/antoinedc/mantaui/manta-live-session)<a href="https://agentmods.dev/skills/antoinedc/mantaui/manta-live-session"><img src="https://agentmods.dev/badge/skills/antoinedc/mantaui/manta-live-session/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/antoinedc/mantaui/manta-live-session"><img src="https://agentmods.dev/badge/skills/antoinedc/mantaui/manta-live-session.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.02272 |
| Opus 5.5 | $0.00024 | $0.00909 |
| Sonnet 5.5 | $0.00012 | $0.00454 |
| Haiku 4.5 | $0.00006 | $0.00227 |
Grade B, and why
manta-live-session scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
It is **not** installed to `/usr/local/bin` because that needs sudo this box Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
their own `curl` calls against the box and quietly got them wrong — the RPC body How it starts
The opening of the file, as written. The whole thing — 190 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Live box access — manta-probe
What this is for
Some work cannot be verified by a unit test: a screen that only renders with a
real transcript, a card that only appears when a real turn blocks, a Simulator
that has to be paired to a real box. Before this skill existed, agents wrote
their own curl calls against the box and quietly got them wrong — the RPC body
shape, the auth header, the fact that the prompt endpoint is asynchronous,
and the fact that the pairing endpoint is loopback-only are each easy to miss,
and a half-working request looks exactly like a broken feature.
manta-probe is the one supported way in. Do not hand-roll curl against
the box; if this tool cannot do what you need, say so on the issue rather than
improvising.
The one rule you cannot break
Every prompt runs on voska/default. There is no flag, no argument and no
environment variable to change it — the model is a constant inside the tool. The
other providers on this box are metered and are not yours to spend. If you find
yourself wanting a different model, you are doing something this skill is not
for.
Where it runs
The box is the Linux machine alphaclaw — the same machine the Linux agents
already run on.
| You are | Command form |
|---|---|
a Linux agent (manta-dev, and anything on the box) |
~/.local/bin/manta-probe <cmd> |
| the macos agent | ssh dev@alphaclaw '~/.local/bin/manta-probe <cmd>' |
Always use the absolute path ~/.local/bin/manta-probe, never the bare name.
A non-interactive SSH shell has a minimal PATH that does not include
~/.local/bin, so a bare manta-probe fails with "command not found" over SSH.
This is verified, not theoretical — use the absolute form everywhere and the same
line works from both machines.
Commands
# The one-shot most tasks want: fresh session, prompt, wait, print the reply.
~/.local/bin/manta-probe ask "Reply with exactly one word: PONG"
# Keep the session afterwards (to inspect it in the app, or prompt it again).
~/.local/bin/manta-probe ask "Read AGENTS.md and summarise section 6" --keep
# Long-form: drive a session across several turns.
SID=$(~/.local/bin/manta-probe new my-label)
~/.local/bin/manta-probe prompt "$SID" "first turn"
~/.local/bin/manta-probe prompt "$SID" "second turn"
~/.local/bin/manta-probe messages "$SID" # dump the transcript
# Pair an iOS Simulator in one step — the app auto-claims this link, no typing.
~/.local/bin/manta-probe pair-url # manta://pair?box=…&code=…
~/.local/bin/manta-probe pair-url --simctl # the full xcrun simctl command
~/.local/bin/manta-probe pair # raw code + URL (physical phone)
~/.local/bin/manta-probe server # just the server URL
# Housekeeping — always finish with this.
~/.local/bin/manta-probe list
~/.local/bin/manta-probe clean
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 190 lines · 61 tokens per session scan B 8046bf91081c
manta-live-session is a skill published in the GitHub repository antoinedc/MantaUI (11 stars, last pushed yesterday), licensed MIT. It adds 61 tokens to every session and 2,272 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 2 findings (asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
manta-live-session compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| manta-live-sessionantoinedc/MantaUI | Skill | 11 | yesterday | MIT | B | 61 | Claude Code, Codex |
| eidezhinkgit/embeddedskills | Skill | 785 | 18d ago | MIT | A | 151 | Claude Code |
| workflowzhinkgit/embeddedskills | Skill | 785 | 18d ago | MIT | A | 88 | Claude Code |
| im-adapter0xranx/golembot | Skill | 322 | 7d ago | MIT | A | 96 | Claude Code, Codex |
| message-push0xranx/golembot | Skill | 322 | 7d ago | MIT | A | 55 | Claude Code, Codex |
| general0xranx/golembot | Skill | 322 | 7d ago | MIT | A | 61 | Claude Code, Codex |
| multi-bot0xranx/golembot | Skill | 322 | 7d ago | MIT | A | 53 | Claude Code, Codex |